Benjamin F. Grewe
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
neural network optimization
(3)
credit assignment
(2)
gauss-newton optimization
(2)
biological plausibility
(2)
continual learning
(2)
gradient-based optimization
(1)
adversarial training
(1)
posterior distribution
(1)
hierarchical representation
(1)
gaussian noise
(1)
convolutional neural network
(1)
neural network surrogate
(1)
differentiable simulation
(1)
feedback control
(1)
biological learning
(1)
finite element method
(1)
gradient-based learning
(1)
neural network
(1)
target propagation
(1)
bilateral filter
(1)
Papers
A Combination of Noise and Bilateral Filters Achieve Supralinear and Scalable Adversarial Robustness in CNNs
CVPR 2026
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
ICML 2022
Minimizing Control for Credit Assignment with Strong Feedback
ICML 2022
Credit Assignment in Neural Networks through Deep Feedback Control
NeurIPS 2021
Posterior Meta-Replay for Continual Learning
NeurIPS 2021
A Theoretical Framework for Target Propagation
NeurIPS 2020
Continual learning with hypernetworks
ICLR 2020